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AI & ML

Embeddings, Vector DBs, and machine learning tools

15,691 servers in this category

Zintlr MCP Server

Integrates LLMs with the Zintlr sales intelligence platform to search for prospects, companies, and contact information. It provides tools for profile retrieval, lead generation, and technology stack analysis via a remote MCP interface with secure OAuth authentication.

Slack MCP Server

A comprehensive Slack integration for MCP clients that enables messaging, channel management, user lookups, and message searching through the Slack API.

8 tools

Beeper MCP Server

A blockchain-integrated note storage system that allows users to add, manage, and summarize notes using custom URI schemes and automated prompts.

1 tool

MCP Server for Azure DevOps

Provides AI assistants with comprehensive access to Azure DevOps services including work items, repositories, pull requests, wikis, builds, pipelines, and test plans through 25+ MCP tools with multi-project support.

PubMed Clinical Research

Search 36M+ PubMed biomedical articles and ClinicalTrials.gov studies.

puppeteer-mcp

Enable AI assistants to control web browsers through natural language. This Apify Actor is a Model Context Protocol (MCP) server that gives Claude, ChatGPT, and other AI agents browser automation tools to scrape data, fill forms, take screenshots, and automate any web task.

LoreKeeper MCP

Provides fast, cached access to comprehensive Dungeons & Dragons 5th Edition data including spells, monsters, classes, races, equipment, and rules through Open5e and D\&D 5e APIs.

FAQ RAG MCP Server

Enables semantic search and question-answering over FAQ documents using RAG (Retrieval-Augmented Generation) with OpenAI embeddings and in-memory vector similarity.

Geocode BAN MCP

A Geocode BAN MCP server that provides French address geocoding capabilities using the official Base Adresse Nationale API, returning standardized addresses and GPS coordinates.

Aristotle MCP Server

Enables LLMs to prove theorems in Lean and formalize mathematical problems using the Aristotle API, supporting both formal Lean code and natural language problem submissions.

Bitbucket MCP Server

An MCP server for Bitbucket interaction, allowing LLMs to manage repositories, branches, commits, and the complete pull request lifecycle through natural language.

16 tools

Tusk Drift MCP

Enables AI assistants to search, analyze, and debug application API traffic captured by Tusk Drift, including HTTP requests, database queries, distributed traces, latency metrics, and error rates.

Coolify MCP Tools

Enables AI assistants to manage Coolify infrastructure including servers, applications, databases, deployments, and 80+ one-click services through 98 comprehensive tools for both cloud and self-hosted instances.

Remote MCP Server (Authless)

A starter template for deploying remote Model Context Protocol servers to Cloudflare Workers without authentication, compatible with both Cloudflare AI Playground and local clients.

stack-mcp

The Stack Overflow MCP Server is for developers—from community members building open-source projects to small teams experimenting with AI agents and prototypes—who want to incorporate Stack Overflow’s trusted knowledge directly into their IDEs and applications.

Portfolio Tracker MCP Server

A specialized MCP server for managing investment portfolios that provides real-time profit and loss calculations and price refreshes via Yahoo Finance. It enables AI clients to perform deep analysis on specific stock positions and overall portfolio performance.

4 tools

Remote MCP Server on Cloudflare

A template for deploying Model Context Protocol (MCP) servers on Cloudflare Workers with built-in OAuth authentication and SSE transport support. It enables secure remote access to tools from Claude Desktop via a local proxy.

1 tool

Ecomm MCP Server

An MCP server that enables product discovery by searching e-commerce APIs and providing structured, markdown-formatted product listings with pricing and links.

1 tool

LLDB MCP Server

Provides structured debugging capabilities through LLDB, enabling AI assistants to set breakpoints, inspect variables, analyze crashes, disassemble code, and evaluate expressions in C/C++ programs.

Loom Local MCP Server

Extracts and analyzes key frames from Loom videos or local video files using scene change detection to provide visual context for debugging.

LightRAG MCP

Enables querying an internal LightRAG knowledge base to retrieve technical documentation and structured information using hybrid search modes. It facilitates the integration of raw text or HTML results from a LightRAG server into LLM workflows.

MCP For Unity

Enables AI clients to interact with and control the Unity Editor through a Python MCP server bridge, allowing natural language-based Unity project manipulation.

Playwright MCP Server

A Playwright-based MCP server that enables AI agents to programmatically automate and inspect web pages using structured data rather than just screenshots.

Claude Kali MCP Commander

An MCP server that provides secure access to Kali Linux cybersecurity tools through Claude's interface, enabling users to run Kali Linux commands directly from Claude Desktop.

Wordware

MCP (Model Context Protocol) Server. Integrates with Wordware's deployed flows to enable founder research, lead enrichment, Notion integration, and task solving with Google search and API capabilities.

Cloudflare Remote MCP Proxy

A deployment template for hosting remote Model Context Protocol servers on Cloudflare Workers using the Server-Sent Events (SSE) protocol. It serves as a bridge for custom tools to be accessed by local clients like Claude Desktop via a remote proxy.

Exa MCP Server

Enables AI assistants to perform web searches, research paper searches, and Twitter searches using the Exa AI Search API with real-time crawling and structured results.

GraphQL-Agent

Ask SubQuery is an AI-powered GraphQL Agent designed for exploring and querying SubQuery projects and Subgraphs. Simply ask questions in natural language about your indexed blockchain data, and the agent automatically performs schema introspection, discovers relevant fields and types, and generates

memvid-mcp

An MCP server that provides a persistent memory layer for AI agents by wrapping the memvid CLI. It enables users to manage memory files, perform hybrid searches, and conduct RAG-based question answering through 40 specialized tools.

Cambridge Dictionary MCP Server

Enables AI assistants to look up word definitions, pronunciations, and example sentences from the Cambridge Dictionary through natural language queries.